mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 19:07:46 +01:00
698 lines
23 KiB
Python
698 lines
23 KiB
Python
import unittest
|
|
import numpy as np
|
|
from pydantic import ValidationError
|
|
from frigate.config import (
|
|
FrigateConfig,
|
|
DetectorTypeEnum,
|
|
)
|
|
|
|
|
|
class TestConfig(unittest.TestCase):
|
|
def setUp(self):
|
|
self.minimal = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
def test_config_class(self):
|
|
frigate_config = FrigateConfig(**self.minimal)
|
|
assert self.minimal == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "coral" in runtime_config.detectors.keys()
|
|
assert runtime_config.detectors["coral"].type == DetectorTypeEnum.edgetpu
|
|
|
|
def test_invalid_mqtt_config(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt", "user": "test"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
self.assertRaises(ValidationError, lambda: FrigateConfig(**config))
|
|
|
|
def test_inherit_tracked_objects(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"objects": {"track": ["person", "dog"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "dog" in runtime_config.cameras["back"].objects.track
|
|
|
|
def test_override_tracked_objects(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"objects": {"track": ["person", "dog"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"objects": {"track": ["cat"]},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "cat" in runtime_config.cameras["back"].objects.track
|
|
|
|
def test_default_object_filters(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"objects": {"track": ["person", "dog"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "dog" in runtime_config.cameras["back"].objects.filters
|
|
|
|
def test_inherit_object_filters(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"objects": {
|
|
"track": ["person", "dog"],
|
|
"filters": {"dog": {"threshold": 0.7}},
|
|
},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "dog" in runtime_config.cameras["back"].objects.filters
|
|
assert runtime_config.cameras["back"].objects.filters["dog"].threshold == 0.7
|
|
|
|
def test_override_object_filters(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"objects": {
|
|
"track": ["person", "dog"],
|
|
"filters": {"dog": {"threshold": 0.7}},
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "dog" in runtime_config.cameras["back"].objects.filters
|
|
assert runtime_config.cameras["back"].objects.filters["dog"].threshold == 0.7
|
|
|
|
def test_global_object_mask(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"objects": {"track": ["person", "dog"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"objects": {
|
|
"mask": "0,0,1,1,0,1",
|
|
"filters": {"dog": {"mask": "1,1,1,1,1,1"}},
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
back_camera = runtime_config.cameras["back"]
|
|
assert "dog" in back_camera.objects.filters
|
|
assert len(back_camera.objects.filters["dog"].raw_mask) == 2
|
|
assert len(back_camera.objects.filters["person"].raw_mask) == 1
|
|
|
|
def test_default_input_args(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "-rtsp_transport" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
|
|
def test_ffmpeg_params_global(self):
|
|
config = {
|
|
"ffmpeg": {"input_args": "-re"},
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"objects": {
|
|
"track": ["person", "dog"],
|
|
"filters": {"dog": {"threshold": 0.7}},
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
|
|
def test_ffmpeg_params_camera(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"ffmpeg": {"input_args": ["test"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
],
|
|
"input_args": ["-re"],
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"objects": {
|
|
"track": ["person", "dog"],
|
|
"filters": {"dog": {"threshold": 0.7}},
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
assert "test" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
|
|
def test_ffmpeg_params_input(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"ffmpeg": {"input_args": ["test2"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
"input_args": "-re test",
|
|
}
|
|
],
|
|
"input_args": "test3",
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"objects": {
|
|
"track": ["person", "dog"],
|
|
"filters": {"dog": {"threshold": 0.7}},
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
assert "test" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
assert "test2" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
assert "test3" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
|
|
|
|
def test_inherit_clips_retention(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"record": {
|
|
"events": {"retain": {"default": 20, "objects": {"person": 30}}}
|
|
},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert (
|
|
runtime_config.cameras["back"].record.events.retain.objects["person"] == 30
|
|
)
|
|
|
|
def test_roles_listed_twice_throws_error(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"record": {
|
|
"events": {"retain": {"default": 20, "objects": {"person": 30}}}
|
|
},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]},
|
|
{"path": "rtsp://10.0.0.1:554/video2", "roles": ["detect"]},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
self.assertRaises(ValidationError, lambda: FrigateConfig(**config))
|
|
|
|
def test_zone_matching_camera_name_throws_error(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"record": {
|
|
"events": {"retain": {"default": 20, "objects": {"person": 30}}}
|
|
},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"zones": {"back": {"coordinates": "1,1,1,1,1,1"}},
|
|
}
|
|
},
|
|
}
|
|
self.assertRaises(ValidationError, lambda: FrigateConfig(**config))
|
|
|
|
def test_zone_assigns_color_and_contour(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"record": {
|
|
"events": {"retain": {"default": 20, "objects": {"person": 30}}}
|
|
},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"zones": {"test": {"coordinates": "1,1,1,1,1,1"}},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert isinstance(
|
|
runtime_config.cameras["back"].zones["test"].contour, np.ndarray
|
|
)
|
|
assert runtime_config.cameras["back"].zones["test"].color != (0, 0, 0)
|
|
|
|
def test_clips_should_default_to_global_objects(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"record": {
|
|
"events": {"retain": {"default": 20, "objects": {"person": 30}}}
|
|
},
|
|
"objects": {"track": ["person", "dog"]},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
"record": {"events": {"enabled": True}},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
back_camera = runtime_config.cameras["back"]
|
|
assert back_camera.record.events.objects is None
|
|
assert back_camera.record.events.retain.objects["person"] == 30
|
|
|
|
def test_role_assigned_but_not_enabled(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect", "rtmp"],
|
|
},
|
|
{"path": "rtsp://10.0.0.1:554/record", "roles": ["record"]},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
ffmpeg_cmds = runtime_config.cameras["back"].ffmpeg_cmds
|
|
assert len(ffmpeg_cmds) == 1
|
|
assert not "clips" in ffmpeg_cmds[0]["roles"]
|
|
|
|
def test_max_disappeared_default(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"enabled": True,
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert runtime_config.cameras["back"].detect.max_disappeared == 5 * 5
|
|
|
|
def test_motion_frame_height_wont_go_below_120(self):
|
|
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert runtime_config.cameras["back"].motion.frame_height >= 120
|
|
|
|
def test_motion_contour_area_dynamic(self):
|
|
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert round(runtime_config.cameras["back"].motion.contour_area) == 99
|
|
|
|
def test_merge_labelmap(self):
|
|
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"model": {"labelmap": {7: "truck"}},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert runtime_config.model.merged_labelmap[7] == "truck"
|
|
|
|
def test_default_labelmap_empty(self):
|
|
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert runtime_config.model.merged_labelmap[0] == "person"
|
|
|
|
def test_default_labelmap(self):
|
|
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"model": {"width": 320, "height": 320},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"detect": {
|
|
"height": 1080,
|
|
"width": 1920,
|
|
"fps": 5,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config
|
|
assert runtime_config.model.merged_labelmap[0] == "person"
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main(verbosity=2)
|